Bad rendering of the local index.html from public folder using HUGO

Thanks to the HUGO forum, I post the answer that worked for me, just in case somebody get here.

It is pretty simple, just by adding two lines at the top of the config.toml file:

relativeURLs = true
uglyURLs = true